Introduction to Quantitative Analysis
Course Information
R Resources
Stats Resources
Introduction to Quantitative Analysis
Institute of Criminology
University of Cambridge
Week 0: Introduction to R
Overview of R and RStudio plus some basic R syntax.
Oct 10, 2024
Charles Lanfear
Week 1: Fundamentals
Review of maths and introduction to subsetting
Oct 16, 2024
Charles Lanfear
Week 2: Distributions and Relationships
Basic univariate and bivariate statistics plus more data manipulation
Oct 23, 2024
Charles Lanfear
Week 3: Statistical Inference
ggplot2
and basic statistical inference
Oct 30, 2024
Charles Lanfear
Week 4: Linear Models I
Most common quantitative questions are nails and the linear model is an excellent hammer
Nov 6, 2024
Charles Lanfear
Week 5: Linear Models II
Mixing up models with continuous covariates.
Nov 20, 2024
Charles Lanfear
Week 6: Linear Models III
Functional Forms: You thought you’d escaped calculus, but you were wrong
Nov 25, 2024
Charles Lanfear
Week 7: Linear Models IV
Interactions: Handling heterogeneity
Nov 27, 2024
Charles Lanfear
Week 8: Further Complications
Time, space, death, and other sources of
existential
statistical dread.
Dec 4, 2024
Charles Lanfear
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